Lecture 45 of 60Unit 9
Design of Experiment
Prof. Mukesh Kumar Barua · IIT Roorkee
Credits and licence
- From
- Business Statistics, IIT Roorkee (at NPTEL)
- Licence
- CC BY-NC-SA, as NPTEL states it. Non-commercial use only.
- Attribution
- NPTEL states: "Distributed under Creative Commons Attribution-ShareAlike / CC BY - NC - SA", beside a BY-NC-SA badge.
- Who can watch
- Tweens profiles and older. How courses are placed
All the lectures
- Introduction to Statistics and Data
- Types of Statistics, types of Data and sources of Data, Population vs Sample
- Scales of Measurement
- Data representation techniques- Part 1
- Data representation techniques- Part 2 and measures of central tendency- Part 1
- Measures of Central Tendency- Part 2
- Examples of introduction to data and data representation techniques
- Measures of Variation
- Applications of Measures of Central Tendency and Measures of Variation
- Chapter concepts- Measures of central tendency and measures of variation, Outliers, and shape of a distribution
- Numerical Descriptive Measures
- Covariance and Coefficient of Correlation, Introduction to Probability
- Probability- Part 1
- Probability- Part 2
- Probability- Part 3
- Probability Distributions- Part 1
- Probability Distributions- Part 2
- Probability Distributions- Part 3
- Examples for Standardized Normal Distribution
- Evaluating Normality, Exponential Probability Distribution
- Chapter Concepts - Probability Distributions
- Sampling and Sampling Techniques
- Sampling Distribution-I
- Sampling Distribution-II
- Sampling Distribution-III
- Method of Estimation
- Interval Estimation
- Confidence Interval-I
- Confidence Interval-II
- Types of Hypothesis Testing
- Hypothesis Testing Process-I
- Hypothesis Testing Process-II
- Hypothesis Testing Examples
- Hypothesis Testing of Proportions-I
- Hypothesis Testing of Proportions-II
- Hypothesis Testing-One sample Test
- Hypothesis Testing using Minitab
- Hypothesis Testing of Proportions using Minitab
- Hypothesis Testing Two Sample Test-I
- Hypothesis Testing Two Sample Test-II
- Hypothesis Testing: Two sample test-III
- Paired Sample Test
- Hypothesis Testing of Proportion
- Example of Hypothesis Testing
- Design of Experiment
- Analysis of variance-I
- Analysis of variance-II
- Analysis of variance-III
- Tukey Kramer test
- Randomized Blocked Design
- A Factorial Design-I
- A Factorial Design-II
- Chi-square test goodness of fit-I
- Chi-square test goodness of fit-II
- Chi-square test of independence
- Simple linear regression -I
- Simple linear regression -II
- Assumption of Regression
- Multiple Regression
- Example of multiple Regression